River channel cleaning remote monitoring system with real-time feedback regulation function

Abstract

The riverway cleaning remote monitoring system with the real-time feedback regulation function integrates water quality monitoring, image recognition, remote control and data analysis technologies, can monitor the riverway water quality and cleaning condition in real time, automatically regulates the operation parameters of the cleaning equipment according to feedback data, and improves the cleaning efficiency. And efficient and accurate river channel cleaning management is realized.

Description

Technical Field

[0001] The invention relates to the technical field of river cleaning management, and in particular to a remote monitoring system for river water quality monitoring and cleaning effect evaluation. Background Art

[0002] Traditional river cleaning methods often rely on manual inspections and regular cleaning, which are inefficient and difficult to ensure cleaning results. With the development of science and technology, river cleaning is gradually moving towards intelligence and automation. However, most existing river cleaning systems lack real-time feedback and automatic adjustment functions, and are unable to adjust cleaning strategies in time according to the actual situation of the river, resulting in poor cleaning results or waste of resources.

[0003] The present invention aims to provide a remote monitoring system for river cleaning with real-time feedback and adjustment functions, which realizes intelligent management of river cleaning by integrating water quality monitoring, image recognition, remote control and data analysis technologies. The system can monitor the water quality and cleaning status of the river in real time, and automatically adjust the operating parameters of the cleaning equipment according to the feedback data to improve the cleaning efficiency and effect. Summary of the invention

[0004] In order to overcome the defects existing in the background technology, the present invention provides a remote monitoring system for river cleaning with real-time feedback and adjustment function, including a water quality monitoring module, an image recognition module, a remote control module, a data analysis module and cleaning equipment, characterized in that: the water quality monitoring module is used to monitor the water quality parameters of the river in real time; the image recognition module is used to capture images of the river cleaning status and perform identification and analysis; the remote control module is used to receive monitoring data and send control instructions to the cleaning equipment; the data analysis module is used to process monitoring data, generate a cleaning effect evaluation report, and automatically adjust the operating parameters of the cleaning equipment according to the evaluation results; the cleaning equipment responds to the control instructions of the remote control module to perform the river cleaning task.

[0005] Preferably, the water quality monitoring module includes a plurality of water quality sensors, which are respectively used to monitor the water quality parameters of dissolved oxygen, pH value, turbidity and heavy metal content in the river.

[0006] Preferably, the image recognition module uses a deep learning algorithm to extract and identify features of the captured river images to determine the cleanliness of the river and the distribution of garbage.

[0007] Preferably, the remote control module communicates with the cleaning device via a wireless network to achieve remote monitoring and instruction sending.

[0008] Preferably, the data analysis module comprehensively evaluates the cleaning effect of the river according to the water quality monitoring data and image recognition results, and automatically adjusts parameters such as the cleaning intensity, operation route and working time of the cleaning equipment.

[0009] Preferably, the cleaning equipment can automatically and remotely salvage and collect pollutants in the river.

[0010] The present invention aims to provide a remote monitoring system for river cleaning with real-time feedback and adjustment functions, which realizes intelligent management of river cleaning by integrating water quality monitoring, image recognition, remote control and data analysis technologies. The system can monitor the water quality and cleaning status of the river in real time, and automatically adjust the operating parameters of the cleaning equipment according to the feedback data to improve the cleaning efficiency and effect. DETAILED DESCRIPTION

[0011] Specific embodiment 1, a remote monitoring system for river cleaning with real-time feedback and adjustment function, includes a water quality monitoring module, an image recognition module, a remote control module, a data analysis module and a cleaning device, and is characterized in that: the water quality monitoring module is used to monitor river water quality parameters in real time; the image recognition module is used to capture images of river cleaning conditions and perform recognition and analysis; the remote control module is used to receive monitoring data and send control instructions to the cleaning device; the data analysis module is used to process monitoring data, generate a cleaning effect evaluation report, and automatically adjust the operating parameters of the cleaning device according to the evaluation results; the cleaning device responds to the control instructions of the remote control module to perform river cleaning The water quality monitoring module includes a plurality of water quality sensors, which are respectively used to monitor the water quality parameters of dissolved oxygen, pH value, turbidity and heavy metal content in the river. The image recognition module adopts a deep learning algorithm to extract and recognize features of the captured river images to determine the cleanliness of the river and the distribution of garbage. The remote control module communicates with the cleaning equipment through a wireless network to realize remote monitoring and command sending. The data analysis module comprehensively evaluates the cleaning effect of the river according to the water quality monitoring data and image recognition results, and automatically adjusts the cleaning strength, operation route and working time of the cleaning equipment. The cleaning equipment can automatically salvage and collect pollutants in the river remotely.

[0012] This embodiment provides a specific implementation method of a remote monitoring system for river cleaning. The system uses advanced water quality sensors and image recognition technology to monitor the water quality parameters and cleaning status of the river in real time. Water quality sensors include dissolved oxygen sensors, pH sensors, turbidity sensors, and heavy metal sensors, which can fully reflect the water quality of the river. The image recognition module uses a deep learning algorithm to extract and identify features of the captured river images to determine the cleanliness and garbage distribution of the river. The remote control module communicates with the cleaning equipment through a wireless network to achieve remote monitoring and command sending. The data analysis module comprehensively evaluates the cleaning effect of the river based on the water quality monitoring data and image recognition results, and automatically adjusts parameters such as the cleaning intensity, operation route, and working time of the cleaning equipment. For example, when the water quality monitoring data shows that the water quality in a certain area of ​​the river is poor, the data analysis module will automatically increase the cleaning intensity and frequency of the area; when the image recognition results show that there is a lot of garbage in a certain area of ​​the river, the data analysis module will adjust the operation route of the cleaning equipment and give priority to cleaning the area. The cleaning equipment responds to the control instructions of the remote control module and performs the river cleaning task according to the set cleaning strategy. The cleaning equipment can be an intelligent device such as an unmanned boat, a drone or a robot, which can automatically adjust the operating parameters and cleaning methods according to instructions to achieve efficient and accurate river cleaning. Through the river cleaning remote monitoring system of the present invention, the water quality and cleaning status of the river can be monitored in real time, and the operating parameters of the cleaning equipment can be automatically adjusted according to the feedback data to improve the cleaning efficiency and effect. At the same time, the system can also generate a cleaning effect evaluation report to provide a scientific basis for river management.

[0013] In summary, the present invention aims to provide a remote monitoring system for river cleaning with real-time feedback and adjustment functions, which realizes intelligent management of river cleaning by integrating water quality monitoring, image recognition, remote control and data analysis technologies. The system can monitor the water quality and cleaning status of the river in real time, and automatically adjust the operating parameters of the cleaning equipment according to the feedback data to improve the cleaning efficiency and effect.

[0014] For ordinary technicians in the relevant field, other different forms of changes or modifications can be made based on the above description. It is not necessary and impossible to list all the implementation methods here. However, the obvious changes or modifications derived from this are still within the protection scope of the invention.

Claims

1. A remote monitoring system for river cleaning with real-time feedback and adjustment functions, including a water quality monitoring module, an image recognition module, a remote control module, a data analysis module and cleaning equipment, characterized in that: The water quality monitoring module is used to monitor the water quality parameters of the river in real time; the image recognition module is used to capture images of the river cleaning status and perform identification and analysis; the remote control module is used to receive monitoring data and send control instructions to the cleaning equipment; the data analysis module is used to process the monitoring data, generate a cleaning effect evaluation report, and automatically adjust the operating parameters of the cleaning equipment according to the evaluation results; the cleaning equipment responds to the control instructions of the remote control module to perform the river cleaning task.

2. The river cleaning remote monitoring system with real-time feedback and adjustment function according to claim 1 is characterized in that: The water quality monitoring module includes a plurality of water quality sensors, which are respectively used to monitor the water quality parameters of dissolved oxygen, pH value, turbidity and heavy metal content in the river.

3. The river cleaning remote monitoring system with real-time feedback and adjustment function according to claim 1 is characterized in that: The image recognition module uses a deep learning algorithm to extract and identify features of the captured river images to determine the cleanliness of the river and the distribution of garbage.

4. The river cleaning remote monitoring system with real-time feedback and adjustment function according to claim 1 is characterized in that: The remote control module communicates with the cleaning device via a wireless network to achieve remote monitoring and instruction sending.

5. The river cleaning remote monitoring system with real-time feedback and adjustment function according to claim 1 is characterized in that: The data analysis module comprehensively evaluates the cleaning effect of the river according to the water quality monitoring data and image recognition results, and automatically adjusts parameters such as the cleaning intensity, operation route and working time of the cleaning equipment.

6. The river cleaning remote monitoring system with real-time feedback and adjustment function according to claim 1 is characterized in that: The cleaning equipment can automatically salvage and collect pollutants in the river channel remotely.